A Multi-Objective Genetic GAN Oversampling: Application to Intelligent Transport Anomaly Detection . - Wayoud Bouzeraib; Afifa Ghenai; Nadia Zeghib (HPCC/DSS/SmartCity, 2020)

A Blockchain Data Balance Using a Generative Adversarial Network Approach: Application to Smart House IDS. - Wayoud Bouzeraib; Afifa Ghenai; Nadia Zeghib (ICAASE, 2020)

A Smart Healthcare Imbalanced Classes Model Using Multi Conditional-Task GAN. - Wayoud Bouzeraib; Afifa Ghenai; Nadia Zeghib (BDIoT, 2021)

Enhancing IoT Intrusion Detection Systems Through Horizontal Federated Learning and Optimized WGAN-GP. - Wayoud Bouzeraib; Afifa Ghenai; Nadia Zeghib (IEEE Access, 2025)